Overview

Brought to you by YData

Dataset statistics

Number of variables	41
Number of observations	567923
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	182.0 MiB
Average record size in memory	336.0 B

Variable types

Categorical	14
Numeric	27

Alerts

`COLE_AREA_UBICACION` is highly overall correlated with `COLE_COD_DANE_ESTABLECIMIENTO` and 1 other fields	High correlation
`COLE_CALENDARIO` is highly overall correlated with `PERIODO`	High correlation
`COLE_COD_DANE_ESTABLECIMIENTO` is highly overall correlated with `COLE_AREA_UBICACION` and 2 other fields	High correlation
`COLE_COD_DANE_SEDE` is highly overall correlated with `COLE_AREA_UBICACION` and 2 other fields	High correlation
`COLE_COD_DEPTO_UBICACION` is highly overall correlated with `COLE_COD_MCPIO_UBICACION` and 4 other fields	High correlation
`COLE_COD_MCPIO_UBICACION` is highly overall correlated with `COLE_COD_DEPTO_UBICACION` and 4 other fields	High correlation
`COLE_DEPTO_UBICACION` is highly overall correlated with `COLE_COD_DEPTO_UBICACION` and 4 other fields	High correlation
`COLE_MCPIO_UBICACION` is highly overall correlated with `ESTU_MCPIO_RESIDE`	High correlation
`COLE_NATURALEZA` is highly overall correlated with `COLE_COD_DANE_ESTABLECIMIENTO` and 2 other fields	High correlation
`COLE_NOMBRE_ESTABLECIMIENTO` is highly overall correlated with `COLE_NATURALEZA` and 1 other fields	High correlation
`COLE_NOMBRE_SEDE` is highly overall correlated with `COLE_NOMBRE_ESTABLECIMIENTO`	High correlation
`DESEMP_INGLES` is highly overall correlated with `PUNT_INGLES`	High correlation
`ESTU_COD_RESIDE_DEPTO` is highly overall correlated with `COLE_COD_DEPTO_UBICACION` and 4 other fields	High correlation
`ESTU_COD_RESIDE_MCPIO` is highly overall correlated with `COLE_COD_DEPTO_UBICACION` and 4 other fields	High correlation
`ESTU_DEPTO_RESIDE` is highly overall correlated with `COLE_COD_DEPTO_UBICACION` and 4 other fields	High correlation
`ESTU_MCPIO_RESIDE` is highly overall correlated with `COLE_MCPIO_UBICACION`	High correlation
`FAMI_EDUCACIONMADRE` is highly overall correlated with `FAMI_TIENEAUTOMOVIL` and 3 other fields	High correlation
`FAMI_TIENEAUTOMOVIL` is highly overall correlated with `FAMI_EDUCACIONMADRE` and 3 other fields	High correlation
`FAMI_TIENECOMPUTADOR` is highly overall correlated with `FAMI_EDUCACIONMADRE` and 3 other fields	High correlation
`FAMI_TIENEINTERNET` is highly overall correlated with `FAMI_EDUCACIONMADRE` and 3 other fields	High correlation
`FAMI_TIENELAVADORA` is highly overall correlated with `FAMI_EDUCACIONMADRE` and 3 other fields	High correlation
`PERIODO` is highly overall correlated with `COLE_CALENDARIO`	High correlation
`PUNT_C_NATURALES` is highly overall correlated with `PUNT_GLOBAL` and 4 other fields	High correlation
`PUNT_GLOBAL` is highly overall correlated with `PUNT_C_NATURALES` and 4 other fields	High correlation
`PUNT_INGLES` is highly overall correlated with `DESEMP_INGLES` and 5 other fields	High correlation
`PUNT_LECTURA_CRITICA` is highly overall correlated with `PUNT_C_NATURALES` and 4 other fields	High correlation
`PUNT_MATEMATICAS` is highly overall correlated with `PUNT_C_NATURALES` and 4 other fields	High correlation
`PUNT_SOCIALES_CIUDADANAS` is highly overall correlated with `PUNT_C_NATURALES` and 4 other fields	High correlation
`PERIODO` is highly imbalanced (73.3%)	Imbalance
`COLE_BILINGUE` is highly imbalanced (58.6%)	Imbalance
`COLE_CALENDARIO` is highly imbalanced (85.2%)	Imbalance
`COLE_GENERO` is highly imbalanced (83.2%)	Imbalance
`COLE_SEDE_PRINCIPAL` is highly imbalanced (85.4%)	Imbalance
`FAMI_TIENEAUTOMOVIL` is highly imbalanced (51.5%)	Imbalance
`ESTU_COD_RESIDE_DEPTO` is highly skewed (γ1 = 709.7641032)	Skewed
`ESTU_PAIS_RESIDE` is highly skewed (γ1 = 54.04268875)	Skewed
`ESTU_TIPODOCUMENTO` has 109547 (19.3%) zeros	Zeros
`COLE_JORNADA` has 116934 (20.6%) zeros	Zeros
`FAMI_PERSONASHOGAR` has 133821 (23.6%) zeros	Zeros

Reproduction

Analysis started	2025-05-25 20:21:30.487366
Analysis finished	2025-05-25 20:22:54.493098
Duration	1 minute and 24.01 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

PERIODO
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

20152	542035
20151	25888

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	2839615
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20152
2nd row	20152
3rd row	20152
4th row	20152
5th row	20152

Common Values

Value	Count	Frequency (%)
20152	542035	95.4%
20151	25888	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20152	542035	95.4%
20151	25888	4.6%

Most occurring characters

Value	Count	Frequency (%)
2	1109958	39.1%
1	593811	20.9%
0	567923	20.0%
5	567923	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2839615	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	1109958	39.1%
1	593811	20.9%
0	567923	20.0%
5	567923	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2839615	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	1109958	39.1%
1	593811	20.9%
0	567923	20.0%
5	567923	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2839615	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	1109958	39.1%
1	593811	20.9%
0	567923	20.0%
5	567923	20.0%

ESTU_TIPODOCUMENTO
Real number (ℝ)

Zeros

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.342837

Minimum	0
Maximum	9
Zeros	109547
Zeros (%)	19.3%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	8
Q3	8
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.2070892
Coefficient of variation (CV)	0.50562378
Kurtosis	0.073159246
Mean	6.342837
Median Absolute Deviation (MAD)	0
Skewness	-1.4314562
Sum	3602243
Variance	10.285421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
8	447555	78.8%
0	109547	19.3%
2	10399	1.8%
1	307	0.1%
6	84	< 0.1%
5	12	< 0.1%
7	10	< 0.1%
9	6	< 0.1%
3	2	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
0	109547	19.3%
1	307	0.1%
2	10399	1.8%
3	2	< 0.1%
4	1	< 0.1%
5	12	< 0.1%
6	84	< 0.1%
7	10	< 0.1%
8	447555	78.8%
9	6	< 0.1%

Value	Count	Frequency (%)
9	6	< 0.1%
8	447555	78.8%
7	10	< 0.1%
6	84	< 0.1%
5	12	< 0.1%
4	1	< 0.1%
3	2	< 0.1%
2	10399	1.8%
1	307	0.1%
0	109547	19.3%

COLE_AREA_UBICACION
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

1	488403
0	79520

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	488403	86.0%
0	79520	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	488403	86.0%
0	79520	14.0%

Most occurring characters

Value	Count	Frequency (%)
1	488403	86.0%
0	79520	14.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	488403	86.0%
0	79520	14.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	488403	86.0%
0	79520	14.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	488403	86.0%
0	79520	14.0%

COLE_BILINGUE
Categorical

Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

0	488851
2	69544
1	9528

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	2
4th row	2
5th row	0

Common Values

Value	Count	Frequency (%)
0	488851	86.1%
2	69544	12.2%
1	9528	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	488851	86.1%
2	69544	12.2%
1	9528	1.7%

Most occurring characters

Value	Count	Frequency (%)
0	488851	86.1%
2	69544	12.2%
1	9528	1.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	488851	86.1%
2	69544	12.2%
1	9528	1.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	488851	86.1%
2	69544	12.2%
1	9528	1.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	488851	86.1%
2	69544	12.2%
1	9528	1.7%

COLE_CALENDARIO
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

0	549028
1	15054
2	3841

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	549028	96.7%
1	15054	2.7%
2	3841	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	549028	96.7%
1	15054	2.7%
2	3841	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	549028	96.7%
1	15054	2.7%
2	3841	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	549028	96.7%
1	15054	2.7%
2	3841	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	549028	96.7%
1	15054	2.7%
2	3841	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	549028	96.7%
1	15054	2.7%
2	3841	0.7%

COLE_CARACTER
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

0	313048
3	189128
2	60231
4	3636
1	1880

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	3
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	313048	55.1%
3	189128	33.3%
2	60231	10.6%
4	3636	0.6%
1	1880	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	313048	55.1%
3	189128	33.3%
2	60231	10.6%
4	3636	0.6%
1	1880	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	313048	55.1%
3	189128	33.3%
2	60231	10.6%
4	3636	0.6%
1	1880	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	313048	55.1%
3	189128	33.3%
2	60231	10.6%
4	3636	0.6%
1	1880	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	313048	55.1%
3	189128	33.3%
2	60231	10.6%
4	3636	0.6%
1	1880	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	313048	55.1%
3	189128	33.3%
2	60231	10.6%
4	3636	0.6%
1	1880	0.3%

COLE_COD_DANE_ESTABLECIMIENTO
Real number (ℝ)

High correlation

Distinct	10038
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1054351 × 10¹¹

Minimum	1.05001 × 10¹¹
Maximum	5.68432 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	1.05001 × 10¹¹
5-th percentile	1.05266 × 10¹¹
Q1	1.19001 × 10¹¹
median	1.7600101 × 10¹¹
Q3	3.11001 × 10¹¹
95-th percentile	3.76001 × 10¹¹
Maximum	5.68432 × 10¹¹
Range	4.63431 × 10¹¹
Interquartile range (IQR)	1.92 × 10¹¹

Descriptive statistics

Standard deviation	9.544374 × 10¹⁰
Coefficient of variation (CV)	0.45332074
Kurtosis	-1.0103478
Mean	2.1054351 × 10¹¹
Median Absolute Deviation (MAD)	6.4999993 × 10¹⁰
Skewness	0.54042814
Sum	1.195725 × 10¹⁷
Variance	9.1095075 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.110011059 × 10¹¹	1119	0.2%
1.050010001 × 10¹¹	987	0.2%
3.050010079 × 10¹¹	765	0.1%
1.050010133 × 10¹¹	686	0.1%
3.110011054 × 10¹¹	675	0.1%
1.056150002 × 10¹¹	618	0.1%
4.050010169 × 10¹¹	595	0.1%
3.050010174 × 10¹¹	592	0.1%
1.110010247 × 10¹¹	587	0.1%
1.760010058 × 10¹¹	581	0.1%
Other values (10028)	560718	98.7%

Value	Count	Frequency (%)
1.05001 × 10¹¹	24	< 0.1%
1.05001 × 10¹¹	99	< 0.1%
1.050010001 × 10¹¹	987	0.2%
1.050010001 × 10¹¹	79	< 0.1%
1.050010001 × 10¹¹	25	< 0.1%
1.050010002 × 10¹¹	31	< 0.1%
1.050010002 × 10¹¹	75	< 0.1%
1.050010002 × 10¹¹	36	< 0.1%
1.050010003 × 10¹¹	172	< 0.1%
1.050010004 × 10¹¹	50	< 0.1%

Value	Count	Frequency (%)
5.684320013 × 10¹¹	7	< 0.1%
5.680010097 × 10¹¹	7	< 0.1%
5.25843 × 10¹¹	38	< 0.1%
5.19142 × 10¹¹	24	< 0.1%
5.19001 × 10¹¹	94	< 0.1%
4.99760001 × 10¹¹	7	< 0.1%
4.990010019 × 10¹¹	38	< 0.1%
4.990010012 × 10¹¹	16	< 0.1%
4.950010037 × 10¹¹	35	< 0.1%
4.86865001 × 10¹¹	12	< 0.1%

COLE_COD_DANE_SEDE
Real number (ℝ)

High correlation

Distinct	10281
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1177499 × 10¹¹

Minimum	1.05001 × 10¹¹
Maximum	8.54874 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	1.05001 × 10¹¹
5-th percentile	1.05266 × 10¹¹
Q1	1.19001 × 10¹¹
median	1.7600101 × 10¹¹
Q3	3.11001 × 10¹¹
95-th percentile	3.7600101 × 10¹¹
Maximum	8.54874 × 10¹¹
Range	7.49873 × 10¹¹
Interquartile range (IQR)	1.92 × 10¹¹

Descriptive statistics

Standard deviation	9.8741446 × 10¹⁰
Coefficient of variation (CV)	0.46625641
Kurtosis	0.89052157
Mean	2.1177499 × 10¹¹
Median Absolute Deviation (MAD)	6.4999995 × 10¹⁰
Skewness	0.83057837
Sum	1.2027189 × 10¹⁷
Variance	9.7498731 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.110011059 × 10¹¹	1119	0.2%
1.050010001 × 10¹¹	987	0.2%
3.050010079 × 10¹¹	765	0.1%
1.050010133 × 10¹¹	686	0.1%
3.110011054 × 10¹¹	675	0.1%
1.056150002 × 10¹¹	618	0.1%
4.050010169 × 10¹¹	595	0.1%
3.050010174 × 10¹¹	592	0.1%
1.110010247 × 10¹¹	587	0.1%
1.760010058 × 10¹¹	581	0.1%
Other values (10271)	560718	98.7%

Value	Count	Frequency (%)
1.05001 × 10¹¹	24	< 0.1%
1.05001 × 10¹¹	99	< 0.1%
1.050010001 × 10¹¹	987	0.2%
1.050010001 × 10¹¹	79	< 0.1%
1.050010001 × 10¹¹	25	< 0.1%
1.050010002 × 10¹¹	31	< 0.1%
1.050010002 × 10¹¹	75	< 0.1%
1.050010002 × 10¹¹	36	< 0.1%
1.050010003 × 10¹¹	172	< 0.1%
1.050010004 × 10¹¹	50	< 0.1%

Value	Count	Frequency (%)
8.54874 × 10¹¹	8	< 0.1%
8.47001 × 10¹¹	21	< 0.1%
8.47001 × 10¹¹	74	< 0.1%
8.47001 × 10¹¹	54	< 0.1%
8.47001 × 10¹¹	193	< 0.1%
8.180011 × 10¹¹	19	< 0.1%
8.180011 × 10¹¹	80	< 0.1%
8.180011 × 10¹¹	72	< 0.1%
8.180011 × 10¹¹	42	< 0.1%
8.1343 × 10¹¹	90	< 0.1%

COLE_COD_DEPTO_UBICACION
Real number (ℝ)

High correlation

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.825744

Minimum	5
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	11
median	20
Q3	54
95-th percentile	76
Maximum	99
Range	94
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	26.750042
Coefficient of variation (CV)	0.81491046
Kurtosis	-1.1774316
Mean	32.825744
Median Absolute Deviation (MAD)	15
Skewness	0.62237497
Sum	18642495
Variance	715.56475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
11	96691	17.0%
5	76060	13.4%
76	47799	8.4%
25	37629	6.6%
8	30378	5.3%
68	26967	4.7%
13	24912	4.4%
23	18823	3.3%
52	18033	3.2%
73	17402	3.1%
Other values (23)	173229	30.5%

Value	Count	Frequency (%)
5	76060	13.4%
8	30378	5.3%
11	96691	17.0%
13	24912	4.4%
15	16837	3.0%
17	11196	2.0%
18	4063	0.7%
19	15449	2.7%
20	12213	2.2%
23	18823	3.3%

Value	Count	Frequency (%)
99	469	0.1%
97	379	0.1%
95	935	0.2%
94	209	< 0.1%
91	827	0.1%
88	701	0.1%
86	4358	0.8%
85	5884	1.0%
81	2942	0.5%
76	47799	8.4%

COLE_COD_MCPIO_UBICACION
Real number (ℝ)

High correlation

Distinct	1109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33052.125

Minimum	5001
Maximum	99773
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	5001
5-th percentile	5001
Q1	11001
median	20175
Q3	54480
95-th percentile	76364
Maximum	99773
Range	94772
Interquartile range (IQR)	43479

Descriptive statistics

Standard deviation	26775.052
Coefficient of variation (CV)	0.81008566
Kurtosis	-1.1801106
Mean	33052.125
Median Absolute Deviation (MAD)	14560
Skewness	0.61902283
Sum	1.8771062 × 10¹⁰
Variance	7.1690342 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	96691	17.0%
5001	31127	5.5%
76001	24427	4.3%
8001	17104	3.0%
13001	13145	2.3%
54001	8864	1.6%
73001	7774	1.4%
68001	7028	1.2%
50001	6740	1.2%
25754	6701	1.2%
Other values (1099)	348322	61.3%

Value	Count	Frequency (%)
5001	31127	5.5%
5002	169	< 0.1%
5004	29	< 0.1%
5021	43	< 0.1%
5030	307	0.1%
5031	300	0.1%
5034	438	0.1%
5036	49	< 0.1%
5038	103	< 0.1%
5040	157	< 0.1%

Value	Count	Frequency (%)
99773	113	< 0.1%
99624	41	< 0.1%
99524	109	< 0.1%
99001	206	< 0.1%
97889	13	< 0.1%
97001	366	0.1%
95200	28	< 0.1%
95025	136	< 0.1%
95015	55	< 0.1%
95001	716	0.1%

COLE_DEPTO_UBICACION
Real number (ℝ)

High correlation

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.774848

Minimum	0
Maximum	32
Zeros	827
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	10
Q3	22
95-th percentile	30
Maximum	32
Range	32
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	10.180155
Coefficient of variation (CV)	0.79689048
Kurtosis	-1.2892781
Mean	12.774848
Median Absolute Deviation (MAD)	7
Skewness	0.44561191
Sum	7255130
Variance	103.63555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
4	96691	17.0%
1	76060	13.4%
30	47799	8.4%
14	37629	6.6%
3	30378	5.3%
27	26967	4.7%
5	24912	4.4%
13	18823	3.3%
21	18033	3.2%
29	17402	3.1%
Other values (23)	173229	30.5%

Value	Count	Frequency (%)
0	827	0.1%
1	76060	13.4%
2	2942	0.5%
3	30378	5.3%
4	96691	17.0%
5	24912	4.4%
6	16837	3.0%
7	11196	2.0%
8	4063	0.7%
9	5884	1.0%

Value	Count	Frequency (%)
32	469	0.1%
31	379	0.1%
30	47799	8.4%
29	17402	3.1%
28	11366	2.0%
27	26967	4.7%
26	701	0.1%
25	10721	1.9%
24	7101	1.3%
23	4358	0.8%

COLE_GENERO
Categorical

Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

2	546025
0	16874
1	5024

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	546025	96.1%
0	16874	3.0%
1	5024	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	546025	96.1%
0	16874	3.0%
1	5024	0.9%

Most occurring characters

Value	Count	Frequency (%)
2	546025	96.1%
0	16874	3.0%
1	5024	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	546025	96.1%
0	16874	3.0%
1	5024	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	546025	96.1%
0	16874	3.0%
1	5024	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	546025	96.1%
0	16874	3.0%
1	5024	0.9%

COLE_JORNADA
Real number (ℝ)

Zeros

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4418293

Minimum	0
Maximum	5
Zeros	116934
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2956359
Coefficient of variation (CV)	0.89860564
Kurtosis	-0.28506253
Mean	1.4418293
Median Absolute Deviation (MAD)	0
Skewness	0.955659
Sum	818848
Variance	1.6786724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	289092	50.9%
0	116934	20.6%
4	83077	14.6%
2	39462	6.9%
3	39133	6.9%
5	225	< 0.1%

Value	Count	Frequency (%)
0	116934	20.6%
1	289092	50.9%
2	39462	6.9%
3	39133	6.9%
4	83077	14.6%
5	225	< 0.1%

Value	Count	Frequency (%)
5	225	< 0.1%
4	83077	14.6%
3	39133	6.9%
2	39462	6.9%
1	289092	50.9%
0	116934	20.6%

COLE_MCPIO_UBICACION
Real number (ℝ)

High correlation

Distinct	1026
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	412.08957

Minimum	0
Maximum	1025
Zeros	169
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	83
Q1	100
median	352
Q3	642
95-th percentile	972
Maximum	1025
Range	1025
Interquartile range (IQR)	542

Descriptive statistics

Standard deviation	307.37883
Coefficient of variation (CV)	0.74590297
Kurtosis	-1.1372441
Mean	412.08957
Median Absolute Deviation (MAD)	252
Skewness	0.46758775
Sum	2.3403514 × 10⁸
Variance	94481.748
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	96691	17.0%
512	31127	5.5%
132	24427	4.3%
83	17104	3.0%
156	13145	2.3%
240	8864	1.6%
393	7774	1.4%
107	7028	1.2%
999	6740	1.2%
855	6701	1.2%
Other values (1016)	348322	61.3%

Value	Count	Frequency (%)
0	169	< 0.1%
1	260	< 0.1%
2	29	< 0.1%
3	1021	0.2%
4	78	< 0.1%
5	378	0.1%
6	319	0.1%
7	115	< 0.1%
8	131	< 0.1%
9	1158	0.2%

Value	Count	Frequency (%)
1025	774	0.1%
1024	1723	0.3%
1023	64	< 0.1%
1022	77	< 0.1%
1021	407	0.1%
1020	294	0.1%
1019	88	< 0.1%
1018	140	< 0.1%
1017	165	< 0.1%
1016	1414	0.2%

COLE_NATURALEZA
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

1	405598
0	162325

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	405598	71.4%
0	162325	28.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	405598	71.4%
0	162325	28.6%

Most occurring characters

Value	Count	Frequency (%)
1	405598	71.4%
0	162325	28.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	405598	71.4%
0	162325	28.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	405598	71.4%
0	162325	28.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	405598	71.4%
0	162325	28.6%

COLE_NOMBRE_ESTABLECIMIENTO
Real number (ℝ)

High correlation

Distinct	9102
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4587.9136

Minimum	0
Maximum	9109
Zeros	12
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	564
Q1	2293
median	4739
Q3	6742
95-th percentile	8495
Maximum	9109
Range	9109
Interquartile range (IQR)	4449

Descriptive statistics

Standard deviation	2537.2982
Coefficient of variation (CV)	0.55303967
Kurtosis	-1.19626
Mean	4587.9136
Median Absolute Deviation (MAD)	2211
Skewness	-0.070990057
Sum	2.6055817 × 10⁹
Variance	6437882.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7311	1352	0.2%
2499	1300	0.2%
311	1189	0.2%
6494	1168	0.2%
7440	1157	0.2%
5309	1081	0.2%
6306	1057	0.2%
8496	1031	0.2%
5485	987	0.2%
7293	939	0.2%
Other values (9092)	556662	98.0%

Value	Count	Frequency (%)
0	12	< 0.1%
1	210	< 0.1%
2	178	< 0.1%
3	31	< 0.1%
4	29	< 0.1%
5	67	< 0.1%
6	21	< 0.1%
7	8	< 0.1%
8	141	< 0.1%
9	81	< 0.1%

Value	Count	Frequency (%)
9109	29	< 0.1%
9108	31	< 0.1%
9107	26	< 0.1%
9106	14	< 0.1%
9105	1	< 0.1%
9104	81	< 0.1%
9103	45	< 0.1%
9102	103	< 0.1%
9101	22	< 0.1%
9100	43	< 0.1%

COLE_NOMBRE_SEDE
Real number (ℝ)

High correlation

Distinct	9616
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4873.0311

Minimum	1
Maximum	9624
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	1
5-th percentile	410
Q1	2233
median	5170
Q3	7354
95-th percentile	9218
Maximum	9624
Range	9623
Interquartile range (IQR)	5121

Descriptive statistics

Standard deviation	2871.9873
Coefficient of variation (CV)	0.58936364
Kurtosis	-1.2679982
Mean	4873.0311
Median Absolute Deviation (MAD)	2473
Skewness	-0.079319626
Sum	2.7675064 × 10⁹
Variance	8248311.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
698	1119	0.2%
6219	987	0.2%
8194	865	0.2%
8264	841	0.1%
4264	765	0.1%
6313	686	0.1%
2371	675	0.1%
8360	664	0.1%
3640	625	0.1%
4540	618	0.1%
Other values (9606)	560078	98.6%

Value	Count	Frequency (%)
1	39	< 0.1%
2	46	< 0.1%
3	58	< 0.1%
4	25	< 0.1%
5	29	< 0.1%
6	367	0.1%
7	118	< 0.1%
12	178	< 0.1%
13	24	< 0.1%
14	105	< 0.1%

Value	Count	Frequency (%)
9624	29	< 0.1%
9623	15	< 0.1%
9622	8	< 0.1%
9621	11	< 0.1%
9620	26	< 0.1%
9619	9	< 0.1%
9618	26	< 0.1%
9617	15	< 0.1%
9616	3	< 0.1%
9615	55	< 0.1%

COLE_SEDE_PRINCIPAL
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

9	556147
8	11776

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	9
2nd row	9
3rd row	9
4th row	9
5th row	9

Common Values

Value	Count	Frequency (%)
9	556147	97.9%
8	11776	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
9	556147	97.9%
8	11776	2.1%

Most occurring characters

Value	Count	Frequency (%)
9	556147	97.9%
8	11776	2.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	556147	97.9%
8	11776	2.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	556147	97.9%
8	11776	2.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	556147	97.9%
8	11776	2.1%

ESTU_COD_RESIDE_DEPTO
Real number (ℝ)

High correlation Skewed

Distinct	34
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.992025

Minimum	5
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	11
median	20
Q3	54
95-th percentile	76
Maximum	99999
Range	99994
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	135.32756
Coefficient of variation (CV)	4.1018263
Kurtosis	524297.58
Mean	32.992025
Median Absolute Deviation (MAD)	15
Skewness	709.7641
Sum	18736930
Variance	18313.547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
11	97830	17.2%
5	76108	13.4%
76	48104	8.5%
25	36354	6.4%
8	30314	5.3%
68	26631	4.7%
13	24865	4.4%
23	18857	3.3%
52	18037	3.2%
73	17498	3.1%
Other values (24)	173325	30.5%

Value	Count	Frequency (%)
5	76108	13.4%
8	30314	5.3%
11	97830	17.2%
13	24865	4.4%
15	16964	3.0%
17	11312	2.0%
18	4049	0.7%
19	15232	2.7%
20	12210	2.1%
23	18857	3.3%

Value	Count	Frequency (%)
99999	1	< 0.1%
99	473	0.1%
97	379	0.1%
95	941	0.2%
94	208	< 0.1%
91	832	0.1%
88	760	0.1%
86	4368	0.8%
85	5904	1.0%
81	2972	0.5%

ESTU_COD_RESIDE_MCPIO
Real number (ℝ)

High correlation

Distinct	1114
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33040.772

Minimum	5001
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	5001
5-th percentile	5001
Q1	11001
median	20032
Q3	54498
95-th percentile	76364
Maximum	99999
Range	94998
Interquartile range (IQR)	43497

Descriptive statistics

Standard deviation	26811.553
Coefficient of variation (CV)	0.81146873
Kurtosis	-1.1815521
Mean	33040.772
Median Absolute Deviation (MAD)	14425
Skewness	0.61971393
Sum	1.8764614 × 10¹⁰
Variance	7.188594 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	97830	17.2%
5001	30746	5.4%
76001	24300	4.3%
8001	17221	3.0%
13001	13193	2.3%
54001	8845	1.6%
73001	7842	1.4%
25754	6781	1.2%
68001	6745	1.2%
50001	6656	1.2%
Other values (1104)	347764	61.2%

Value	Count	Frequency (%)
5001	30746	5.4%
5002	205	< 0.1%
5004	32	< 0.1%
5021	43	< 0.1%
5030	334	0.1%
5031	304	0.1%
5034	465	0.1%
5036	43	< 0.1%
5038	145	< 0.1%
5040	216	< 0.1%

Value	Count	Frequency (%)
99999	1	< 0.1%
99773	114	< 0.1%
99624	42	< 0.1%
99524	110	< 0.1%
99001	207	< 0.1%
97889	13	< 0.1%
97666	26	< 0.1%
97161	30	< 0.1%
97001	310	0.1%
95200	29	< 0.1%

ESTU_DEPTO_RESIDE
Real number (ℝ)

High correlation

Distinct	34
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.126241

Minimum	2
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	6
median	12
Q3	25
95-th percentile	33
Maximum	35
Range	33
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	10.629877
Coefficient of variation (CV)	0.70274416
Kurtosis	-1.311803
Mean	15.126241
Median Absolute Deviation (MAD)	8
Skewness	0.45542413
Sum	8590540
Variance	112.99429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
6	97830	17.2%
3	76108	13.4%
33	48104	8.5%
16	36354	6.4%
5	30314	5.3%
30	26631	4.7%
7	24865	4.4%
15	18857	3.3%
24	18037	3.2%
32	17498	3.1%
Other values (24)	173325	30.5%

Value	Count	Frequency (%)
2	832	0.1%
3	76108	13.4%
4	2972	0.5%
5	30314	5.3%
6	97830	17.2%
7	24865	4.4%
8	16964	3.0%
9	11312	2.0%
10	4049	0.7%
11	5904	1.0%

Value	Count	Frequency (%)
35	473	0.1%
34	379	0.1%
33	48104	8.5%
32	17498	3.1%
31	11342	2.0%
30	26631	4.7%
29	760	0.1%
28	10747	1.9%
27	6984	1.2%
26	4368	0.8%

ESTU_FECHANACIMIENTO
Real number (ℝ)

Distinct	12847
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6465.7622

Minimum	0
Maximum	12849
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	715
Q1	3260
median	6486
Q3	9639
95-th percentile	12238
Maximum	12849
Range	12849
Interquartile range (IQR)	6379

Descriptive statistics

Standard deviation	3698.0934
Coefficient of variation (CV)	0.57195011
Kurtosis	-1.1957068
Mean	6465.7622
Median Absolute Deviation (MAD)	3189
Skewness	-0.0025952148
Sum	3.6720551 × 10⁹
Variance	13675895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7133	820	0.1%
7544	818	0.1%
8806	815	0.1%
9230	808	0.1%
6313	794	0.1%
824	792	0.1%
2519	788	0.1%
4677	778	0.1%
7650	777	0.1%
10064	772	0.1%
Other values (12837)	559961	98.6%

Value	Count	Frequency (%)
0	2	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
12849	2	< 0.1%
12848	4	< 0.1%
12847	87	< 0.1%
12846	665	0.1%
12845	372	0.1%
12844	190	< 0.1%
12843	67	< 0.1%
12842	35	< 0.1%
12841	11	< 0.1%
12840	9	< 0.1%

ESTU_GENERO
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

335	309076
336	256419
337	2428

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1703769
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	336
2nd row	336
3rd row	336
4th row	336
5th row	335

Common Values

Value	Count	Frequency (%)
335	309076	54.4%
336	256419	45.2%
337	2428	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
335	309076	54.4%
336	256419	45.2%
337	2428	0.4%

Most occurring characters

Value	Count	Frequency (%)
3	1135846	66.7%
5	309076	18.1%
6	256419	15.1%
7	2428	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1703769	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	1135846	66.7%
5	309076	18.1%
6	256419	15.1%
7	2428	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1703769	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	1135846	66.7%
5	309076	18.1%
6	256419	15.1%
7	2428	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1703769	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	1135846	66.7%
5	309076	18.1%
6	256419	15.1%
7	2428	0.1%

ESTU_MCPIO_RESIDE
Real number (ℝ)

High correlation

Distinct	1031
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	411.45271

Minimum	0
Maximum	1033
Zeros	205
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	82
Q1	99
median	354
Q3	643
95-th percentile	976
Maximum	1033
Range	1033
Interquartile range (IQR)	544

Descriptive statistics

Standard deviation	307.74001
Coefficient of variation (CV)	0.74793532
Kurtosis	-1.1325442
Mean	411.45271
Median Absolute Deviation (MAD)	255
Skewness	0.46460955
Sum	2.3367346 × 10⁸
Variance	94703.914
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	97830	17.2%
515	30746	5.4%
128	24300	4.3%
82	17221	3.0%
149	13193	2.3%
249	8845	1.6%
400	7842	1.4%
859	6781	1.2%
106	6745	1.2%
1001	6656	1.2%
Other values (1021)	347764	61.2%

Value	Count	Frequency (%)
0	205	< 0.1%
1	32	< 0.1%
2	1032	0.2%
3	79	< 0.1%
4	232	< 0.1%
5	294	0.1%
6	106	< 0.1%
7	126	< 0.1%
8	1148	0.2%
9	24	< 0.1%

Value	Count	Frequency (%)
1033	53	< 0.1%
1032	93	< 0.1%
1031	125	< 0.1%
1030	239	< 0.1%
1028	778	0.1%
1027	1783	0.3%
1026	67	< 0.1%
1025	74	< 0.1%
1024	440	0.1%
1023	300	0.1%

ESTU_PAIS_RESIDE
Real number (ℝ)

Skewed

Distinct	54
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.009065

Minimum	0
Maximum	55
Zeros	7
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	19
Q1	19
median	19
Q3	19
95-th percentile	19
Maximum	55
Range	55
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.54380053
Coefficient of variation (CV)	0.028607432
Kurtosis	3446.7415
Mean	19.009065
Median Absolute Deviation (MAD)	0
Skewness	54.042689
Sum	10795685
Variance	0.29571902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	567568	99.9%
55	84	< 0.1%
31	53	< 0.1%
27	23	< 0.1%
30	18	< 0.1%
22	14	< 0.1%
20	13	< 0.1%
40	12	< 0.1%
5	11	< 0.1%
43	10	< 0.1%
Other values (44)	117	< 0.1%

Value	Count	Frequency (%)
0	7	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	11	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
55	84	< 0.1%
54	3	< 0.1%
53	1	< 0.1%
52	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%
49	2	< 0.1%
48	3	< 0.1%
47	5	< 0.1%
46	1	< 0.1%

FAMI_CUARTOSHOGAR
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.495907

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	4
Q3	10
95-th percentile	10
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4550225
Coefficient of variation (CV)	0.53187683
Kurtosis	-1.7384593
Mean	6.495907
Median Absolute Deviation (MAD)	3
Skewness	-0.035496842
Sum	3689175
Variance	11.93718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
10	238122	41.9%
4	202961	35.7%
2	73540	12.9%
11	20873	3.7%
1	20243	3.6%
8	6573	1.2%
9	2307	0.4%
7	1238	0.2%
12	1088	0.2%
3	584	0.1%

Value	Count	Frequency (%)
1	20243	3.6%
2	73540	12.9%
3	584	0.1%
4	202961	35.7%
6	394	0.1%
7	1238	0.2%
8	6573	1.2%
9	2307	0.4%
10	238122	41.9%
11	20873	3.7%

Value	Count	Frequency (%)
12	1088	0.2%
11	20873	3.7%
10	238122	41.9%
9	2307	0.4%
8	6573	1.2%
7	1238	0.2%
6	394	0.1%
4	202961	35.7%
3	584	0.1%
2	73540	12.9%

FAMI_EDUCACIONMADRE
Real number (ℝ)

High correlation

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.999986

Minimum	4
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	11
median	13
Q3	13
95-th percentile	18
Maximum	21
Range	17
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.4557412
Coefficient of variation (CV)	0.28797877
Kurtosis	0.98108463
Mean	11.999986
Median Absolute Deviation (MAD)	1
Skewness	-0.68899166
Sum	6815068
Variance	11.942147
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
13	158986	28.0%
11	94109	16.6%
14	86906	15.3%
12	84650	14.9%
4	50070	8.8%
18	40561	7.1%
7	12491	2.2%
10	11590	2.0%
19	11539	2.0%
8	8366	1.5%
Other values (2)	8655	1.5%

Value	Count	Frequency (%)
4	50070	8.8%
5	7567	1.3%
7	12491	2.2%
8	8366	1.5%
10	11590	2.0%
11	94109	16.6%
12	84650	14.9%
13	158986	28.0%
14	86906	15.3%
18	40561	7.1%

Value	Count	Frequency (%)
21	1088	0.2%
19	11539	2.0%
18	40561	7.1%
14	86906	15.3%
13	158986	28.0%
12	84650	14.9%
11	94109	16.6%
10	11590	2.0%
8	8366	1.5%
7	12491	2.2%

FAMI_EDUCACIONPADRE
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.8332644

Minimum	2
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	7
median	8
Q3	9
95-th percentile	13
Maximum	15
Range	13
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.7363163
Coefficient of variation (CV)	0.34932004
Kurtosis	0.36608831
Mean	7.8332644
Median Absolute Deviation (MAD)	1
Skewness	-0.36345494
Sum	4448691
Variance	7.4874266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
9	139042	24.5%
8	99593	17.5%
7	96640	17.0%
10	76085	13.4%
2	47395	8.3%
13	31145	5.5%
4	25936	4.6%
5	22217	3.9%
6	12111	2.1%
14	9976	1.8%
Other values (2)	7783	1.4%

Value	Count	Frequency (%)
2	47395	8.3%
3	6695	1.2%
4	25936	4.6%
5	22217	3.9%
6	12111	2.1%
7	96640	17.0%
8	99593	17.5%
9	139042	24.5%
10	76085	13.4%
13	31145	5.5%

Value	Count	Frequency (%)
15	1088	0.2%
14	9976	1.8%
13	31145	5.5%
10	76085	13.4%
9	139042	24.5%
8	99593	17.5%
7	96640	17.0%
6	12111	2.1%
5	22217	3.9%
4	25936	4.6%

FAMI_ESTRATOVIVIENDA
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8915557

Minimum	2
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	2
5-th percentile	2
Q1	2
median	3
Q3	3
95-th percentile	5
Maximum	17
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0210741
Coefficient of variation (CV)	0.35312275
Kurtosis	9.9852352
Mean	2.8915557
Median Absolute Deviation (MAD)	1
Skewness	1.8110993
Sum	1642181
Variance	1.0425924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	244474	43.0%
3	193719	34.1%
4	95694	16.8%
5	21150	3.7%
6	7962	1.4%
7	4793	0.8%
17	131	< 0.1%

Value	Count	Frequency (%)
2	244474	43.0%
3	193719	34.1%
4	95694	16.8%
5	21150	3.7%
6	7962	1.4%
7	4793	0.8%
17	131	< 0.1%

Value	Count	Frequency (%)
17	131	< 0.1%
7	4793	0.8%
6	7962	1.4%
5	21150	3.7%
4	95694	16.8%
3	193719	34.1%
2	244474	43.0%

FAMI_PERSONASHOGAR
Real number (ℝ)

Zeros

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1706587

Minimum	0
Maximum	24
Zeros	133821
Zeros (%)	23.6%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	19
95-th percentile	21
Maximum	24
Range	24
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	9.2300168
Coefficient of variation (CV)	1.1296539
Kurtosis	-1.6643189
Mean	8.1706587
Median Absolute Deviation (MAD)	1
Skewness	0.49215393
Sum	4640305
Variance	85.193211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	173763	30.6%
0	133821	23.6%
21	100417	17.7%
19	63658	11.2%
4	30132	5.3%
20	29556	5.2%
13	15452	2.7%
12	6507	1.1%
2	4480	0.8%
23	3653	0.6%
Other values (3)	6484	1.1%

Value	Count	Frequency (%)
0	133821	23.6%
1	173763	30.6%
2	4480	0.8%
3	3360	0.6%
4	30132	5.3%
12	6507	1.1%
13	15452	2.7%
14	2036	0.4%
19	63658	11.2%
20	29556	5.2%

Value	Count	Frequency (%)
24	1088	0.2%
23	3653	0.6%
21	100417	17.7%
20	29556	5.2%
19	63658	11.2%
14	2036	0.4%
13	15452	2.7%
12	6507	1.1%
4	30132	5.3%
3	3360	0.6%

FAMI_TIENEAUTOMOVIL
Categorical

High correlation Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

8	445086
13	121749
16	1088

Length

Max length	2
Median length	1
Mean length	1.2162916
Min length	1

Characters and Unicode

Total characters	690760
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	8
2nd row	8
3rd row	8
4th row	8
5th row	8

Common Values

Value	Count	Frequency (%)
8	445086	78.4%
13	121749	21.4%
16	1088	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
8	445086	78.4%
13	121749	21.4%
16	1088	0.2%

Most occurring characters

Value	Count	Frequency (%)
8	445086	64.4%
1	122837	17.8%
3	121749	17.6%
6	1088	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	690760	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
8	445086	64.4%
1	122837	17.8%
3	121749	17.6%
6	1088	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	690760	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
8	445086	64.4%
1	122837	17.8%
3	121749	17.6%
6	1088	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	690760	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
8	445086	64.4%
1	122837	17.8%
3	121749	17.6%
6	1088	0.2%

FAMI_TIENECOMPUTADOR
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

5	349678
3	217157
7	1088

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	5
3rd row	5
4th row	5
5th row	3

Common Values

Value	Count	Frequency (%)
5	349678	61.6%
3	217157	38.2%
7	1088	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5	349678	61.6%
3	217157	38.2%
7	1088	0.2%

Most occurring characters

Value	Count	Frequency (%)
5	349678	61.6%
3	217157	38.2%
7	1088	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	349678	61.6%
3	217157	38.2%
7	1088	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	349678	61.6%
3	217157	38.2%
7	1088	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	349678	61.6%
3	217157	38.2%
7	1088	0.2%

FAMI_TIENEINTERNET
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

1	301104
0	265731
2	1088

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	301104	53.0%
0	265731	46.8%
2	1088	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	301104	53.0%
0	265731	46.8%
2	1088	0.2%

Most occurring characters

Value	Count	Frequency (%)
1	301104	53.0%
0	265731	46.8%
2	1088	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	301104	53.0%
0	265731	46.8%
2	1088	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	301104	53.0%
0	265731	46.8%
2	1088	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	301104	53.0%
0	265731	46.8%
2	1088	0.2%

FAMI_TIENELAVADORA
Categorical

High correlation

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

1	383495
0	183340
2	1088

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	383495	67.5%
0	183340	32.3%
2	1088	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	383495	67.5%
0	183340	32.3%
2	1088	0.2%

Most occurring characters

Value	Count	Frequency (%)
1	383495	67.5%
0	183340	32.3%
2	1088	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	383495	67.5%
0	183340	32.3%
2	1088	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	383495	67.5%
0	183340	32.3%
2	1088	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	383495	67.5%
0	183340	32.3%
2	1088	0.2%

DESEMP_INGLES
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.7 MiB

0	256434
1	218721
2	46734
4	31846
3	14188

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	567923
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	256434	45.2%
1	218721	38.5%
2	46734	8.2%
4	31846	5.6%
3	14188	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	256434	45.2%
1	218721	38.5%
2	46734	8.2%
4	31846	5.6%
3	14188	2.5%

Most occurring characters

Value	Count	Frequency (%)
0	256434	45.2%
1	218721	38.5%
2	46734	8.2%
4	31846	5.6%
3	14188	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	256434	45.2%
1	218721	38.5%
2	46734	8.2%
4	31846	5.6%
3	14188	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	256434	45.2%
1	218721	38.5%
2	46734	8.2%
4	31846	5.6%
3	14188	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	567923	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	256434	45.2%
1	218721	38.5%
2	46734	8.2%
4	31846	5.6%
3	14188	2.5%

PUNT_INGLES
Real number (ℝ)

High correlation

Distinct	73
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.729999

Minimum	0
Maximum	100
Zeros	222
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	38
Q1	43
median	49
Q3	54
95-th percentile	76
Maximum	100
Range	100
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.469342
Coefficient of variation (CV)	0.22608598
Kurtosis	2.875239
Mean	50.729999
Median Absolute Deviation (MAD)	6
Skewness	1.4650751
Sum	28810733
Variance	131.5458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	49279	8.7%
49	49215	8.7%
44	48049	8.5%
43	44840	7.9%
50	42645	7.5%
41	36880	6.5%
52	35704	6.3%
53	28832	5.1%
40	28249	5.0%
54	22234	3.9%
Other values (63)	181996	32.0%

Value	Count	Frequency (%)
0	222	< 0.1%
7	48	< 0.1%
14	76	< 0.1%
17	2	< 0.1%
19	7	< 0.1%
20	141	< 0.1%
21	1	< 0.1%
23	8	< 0.1%
24	2	< 0.1%
25	418	0.1%

Value	Count	Frequency (%)
100	631	0.1%
97	1029	0.2%
95	875	0.2%
94	1627	0.3%
92	31	< 0.1%
91	2152	0.4%
90	1215	0.2%
88	2589	0.5%
87	43	< 0.1%
85	3996	0.7%

PUNT_MATEMATICAS
Real number (ℝ)

High correlation

Distinct	94
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.360163

Minimum	0
Maximum	100
Zeros	54
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	33
Q1	42
median	49
Q3	57
95-th percentile	72
Maximum	100
Range	100
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	12.276876
Coefficient of variation (CV)	0.24378149
Kurtosis	1.0788616
Mean	50.360163
Median Absolute Deviation (MAD)	7
Skewness	0.67511454
Sum	28600695
Variance	150.72168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	33436	5.9%
49	32513	5.7%
44	31394	5.5%
52	30534	5.4%
42	28951	5.1%
54	26738	4.7%
46	25643	4.5%
55	25446	4.5%
50	25350	4.5%
57	21545	3.8%
Other values (84)	286373	50.4%

Value	Count	Frequency (%)
0	54	< 0.1%
1	9	< 0.1%
2	3	< 0.1%
7	19	< 0.1%
8	30	< 0.1%
10	3	< 0.1%
11	4	< 0.1%
12	49	< 0.1%
13	74	< 0.1%
14	1	< 0.1%

Value	Count	Frequency (%)
100	1376	0.2%
99	24	< 0.1%
97	1	< 0.1%
96	686	0.1%
95	134	< 0.1%
93	700	0.1%
92	341	0.1%
91	126	< 0.1%
90	591	0.1%
89	755	0.1%

PUNT_SOCIALES_CIUDADANAS
Real number (ℝ)

High correlation

Distinct	97
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.05006

Minimum	0
Maximum	100
Zeros	55
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	32
Q1	43
median	50
Q3	57
95-th percentile	68
Maximum	100
Range	100
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.424929
Coefficient of variation (CV)	0.22827004
Kurtosis	0.20865237
Mean	50.05006
Median Absolute Deviation (MAD)	7
Skewness	0.15348568
Sum	28424580
Variance	130.52901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	27852	4.9%
53	26898	4.7%
49	26869	4.7%
46	26151	4.6%
43	24527	4.3%
56	24276	4.3%
47	21151	3.7%
52	20752	3.7%
59	20736	3.7%
38	20330	3.6%
Other values (87)	328381	57.8%

Value	Count	Frequency (%)
0	55	< 0.1%
3	38	< 0.1%
4	10	< 0.1%
5	5	< 0.1%
6	3	< 0.1%
7	4	< 0.1%
9	95	< 0.1%
10	45	< 0.1%
11	11	< 0.1%
12	12	< 0.1%

Value	Count	Frequency (%)
100	96	< 0.1%
99	24	< 0.1%
98	100	< 0.1%
97	44	< 0.1%
96	31	< 0.1%
95	5	< 0.1%
94	2	< 0.1%
93	46	< 0.1%
92	211	< 0.1%
91	138	< 0.1%

PUNT_C_NATURALES
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.278105

Minimum	0
Maximum	100
Zeros	70
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	35
Q1	43
median	50
Q3	56
95-th percentile	69
Maximum	100
Range	100
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.404274
Coefficient of variation (CV)	0.20693449
Kurtosis	0.84026231
Mean	50.278105
Median Absolute Deviation (MAD)	7
Skewness	0.50929463
Sum	28554092
Variance	108.24891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	25757	4.5%
48	25225	4.4%
44	25086	4.4%
42	23775	4.2%
50	23720	4.2%
51	22837	4.0%
52	21755	3.8%
53	20489	3.6%
46	20023	3.5%
45	19515	3.4%
Other values (76)	339741	59.8%

Value	Count	Frequency (%)
0	70	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
7	10	< 0.1%
8	43	< 0.1%
13	47	< 0.1%
14	56	< 0.1%
15	2	< 0.1%
16	21	< 0.1%
17	145	< 0.1%

Value	Count	Frequency (%)
100	181	< 0.1%
96	149	< 0.1%
95	129	< 0.1%
93	113	< 0.1%
91	117	< 0.1%
90	352	0.1%
89	31	< 0.1%
88	7	< 0.1%
87	425	0.1%
86	497	0.1%

PUNT_LECTURA_CRITICA
Real number (ℝ)

High correlation

Distinct	80
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.92213

Minimum	0
Maximum	100
Zeros	219
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	36
Q1	43
median	49
Q3	56
95-th percentile	67
Maximum	100
Range	100
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.535074
Coefficient of variation (CV)	0.19099894
Kurtosis	0.76435715
Mean	49.92213
Median Absolute Deviation (MAD)	6
Skewness	0.34884923
Sum	28351926
Variance	90.917637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	34881	6.1%
47	33628	5.9%
50	32561	5.7%
43	31851	5.6%
53	29215	5.1%
54	27602	4.9%
49	26774	4.7%
51	24642	4.3%
44	24129	4.2%
40	23781	4.2%
Other values (70)	278859	49.1%

Value	Count	Frequency (%)
0	219	< 0.1%
4	2	< 0.1%
7	8	< 0.1%
8	34	< 0.1%
9	4	< 0.1%
10	9	< 0.1%
11	4	< 0.1%
16	136	< 0.1%
17	1	< 0.1%
18	17	< 0.1%

Value	Count	Frequency (%)
100	55	< 0.1%
99	5	< 0.1%
94	70	< 0.1%
93	208	< 0.1%
92	4	< 0.1%
91	18	< 0.1%
86	77	< 0.1%
85	719	0.1%
84	14	< 0.1%
81	230	< 0.1%

PUNT_GLOBAL
Real number (ℝ)

High correlation

Distinct	456
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	250.98529

Minimum	0
Maximum	492
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.7 MiB

Quantile statistics

Minimum	0
5-th percentile	182
Q1	216
median	246
Q3	280
95-th percentile	340
Maximum	492
Range	492
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	48.496796
Coefficient of variation (CV)	0.19322565
Kurtosis	0.61171879
Mean	250.98529
Median Absolute Deviation (MAD)	31
Skewness	0.63938216
Sum	1.4254032 × 10⁸
Variance	2351.9392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
230	5791	1.0%
232	5759	1.0%
242	5725	1.0%
243	5674	1.0%
245	5659	1.0%
235	5643	1.0%
237	5625	1.0%
228	5615	1.0%
248	5588	1.0%
238	5582	1.0%
Other values (446)	511262	90.0%

Value	Count	Frequency (%)
0	4	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	2	< 0.1%
12	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
492	1	< 0.1%
490	1	< 0.1%
488	1	< 0.1%
483	2	< 0.1%
479	1	< 0.1%
478	2	< 0.1%
477	3	< 0.1%
476	4	< 0.1%
475	1	< 0.1%
473	2	< 0.1%

Interactions

Correlations

	COLE_AREA_UBICACION	COLE_BILINGUE	COLE_CALENDARIO	COLE_CARACTER	COLE_COD_DANE_ESTABLECIMIENTO	COLE_COD_DANE_SEDE	COLE_COD_DEPTO_UBICACION	COLE_COD_MCPIO_UBICACION	COLE_DEPTO_UBICACION	COLE_GENERO	COLE_JORNADA	COLE_MCPIO_UBICACION	COLE_NATURALEZA	COLE_NOMBRE_ESTABLECIMIENTO	COLE_NOMBRE_SEDE	COLE_SEDE_PRINCIPAL	DESEMP_INGLES	ESTU_COD_RESIDE_DEPTO	ESTU_COD_RESIDE_MCPIO	ESTU_DEPTO_RESIDE	ESTU_FECHANACIMIENTO	ESTU_GENERO	ESTU_MCPIO_RESIDE	ESTU_PAIS_RESIDE	ESTU_TIPODOCUMENTO	FAMI_CUARTOSHOGAR	FAMI_EDUCACIONMADRE	FAMI_EDUCACIONPADRE	FAMI_ESTRATOVIVIENDA	FAMI_PERSONASHOGAR	FAMI_TIENEAUTOMOVIL	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_TIENELAVADORA	PERIODO	PUNT_C_NATURALES	PUNT_GLOBAL	PUNT_INGLES	PUNT_LECTURA_CRITICA	PUNT_MATEMATICAS	PUNT_SOCIALES_CIUDADANAS
COLE_AREA_UBICACION	1.000	0.137	0.028	0.120	0.820	0.637	0.196	0.190	0.193	0.066	0.125	0.198	0.163	0.208	0.166	0.055	0.111	0.000	0.180	0.184	0.004	0.020	0.186	0.001	0.037	0.053	0.224	0.231	0.152	0.057	0.088	0.243	0.274	0.224	0.030	0.112	0.135	0.114	0.132	0.122	0.116
COLE_BILINGUE	0.137	1.000	0.215	0.135	0.137	0.120	0.048	0.048	0.069	0.047	0.098	0.045	0.123	0.081	0.087	0.004	0.155	0.003	0.047	0.063	0.000	0.009	0.042	0.020	0.028	0.020	0.111	0.071	0.210	0.013	0.070	0.032	0.030	0.023	0.228	0.120	0.130	0.161	0.096	0.102	0.111
COLE_CALENDARIO	0.028	0.215	1.000	0.086	0.252	0.242	0.170	0.171	0.169	0.053	0.130	0.151	0.291	0.170	0.142	0.027	0.196	0.008	0.169	0.168	0.000	0.013	0.141	0.025	0.066	0.044	0.184	0.120	0.305	0.032	0.143	0.076	0.090	0.063	0.700	0.192	0.182	0.206	0.149	0.137	0.168
COLE_CARACTER	0.120	0.135	0.086	1.000	0.216	0.190	0.141	0.140	0.159	0.035	0.121	0.132	0.384	0.179	0.130	0.056	0.073	0.000	0.140	0.148	0.003	0.026	0.133	0.004	0.035	0.014	0.071	0.060	0.092	0.018	0.088	0.065	0.090	0.076	0.128	0.052	0.058	0.074	0.045	0.048	0.047
COLE_COD_DANE_ESTABLECIMIENTO	0.820	0.137	0.252	0.216	1.000	0.994	0.362	0.358	0.352	0.095	-0.247	0.046	0.920	-0.134	-0.105	0.108	0.160	0.356	0.352	0.345	-0.001	0.032	0.037	0.009	-0.053	0.007	-0.117	-0.099	0.145	0.014	0.208	0.220	0.257	0.200	0.330	0.063	0.065	0.108	0.057	0.057	0.062
COLE_COD_DANE_SEDE	0.637	0.120	0.242	0.190	0.994	1.000	0.361	0.357	0.351	0.080	-0.247	0.048	0.854	-0.137	-0.104	0.065	0.140	0.355	0.351	0.344	-0.001	0.031	0.038	0.009	-0.054	0.006	-0.116	-0.098	0.144	0.013	0.185	0.178	0.212	0.149	0.313	0.062	0.065	0.107	0.056	0.056	0.061
COLE_COD_DEPTO_UBICACION	0.196	0.048	0.170	0.141	0.362	0.361	1.000	0.998	0.947	0.078	0.027	0.223	0.206	0.162	0.102	0.078	0.066	0.993	0.991	0.940	-0.000	0.015	0.226	-0.000	-0.013	-0.014	-0.034	-0.020	-0.182	0.002	0.071	0.162	0.207	0.172	0.160	-0.018	-0.039	-0.056	-0.046	-0.039	-0.032
COLE_COD_MCPIO_UBICACION	0.190	0.048	0.171	0.140	0.358	0.357	0.998	1.000	0.945	0.075	0.022	0.241	0.203	0.168	0.108	0.073	0.066	0.991	0.993	0.938	-0.000	0.016	0.243	-0.001	-0.013	-0.014	-0.035	-0.020	-0.191	0.002	0.068	0.161	0.206	0.172	0.160	-0.022	-0.044	-0.061	-0.051	-0.043	-0.036
COLE_DEPTO_UBICACION	0.193	0.069	0.169	0.159	0.352	0.351	0.947	0.945	1.000	0.082	0.018	0.202	0.198	0.155	0.092	0.073	0.078	0.939	0.938	0.992	-0.001	0.018	0.206	0.000	-0.004	-0.015	-0.027	-0.014	-0.155	-0.000	0.089	0.153	0.182	0.161	0.162	-0.011	-0.031	-0.048	-0.037	-0.033	-0.027
COLE_GENERO	0.066	0.047	0.053	0.035	0.095	0.080	0.078	0.075	0.082	1.000	0.106	0.071	0.116	0.098	0.106	0.029	0.139	0.000	0.075	0.080	0.001	0.118	0.067	0.005	0.047	0.030	0.138	0.108	0.141	0.023	0.096	0.076	0.087	0.058	0.033	0.118	0.131	0.139	0.112	0.118	0.112
COLE_JORNADA	0.125	0.098	0.130	0.121	-0.247	-0.247	0.027	0.022	0.018	0.106	1.000	0.033	0.445	0.096	0.041	0.057	0.179	0.032	0.028	0.024	-0.001	0.015	0.046	-0.008	-0.210	-0.004	0.082	0.083	-0.204	0.006	0.182	0.132	0.128	0.088	0.149	-0.258	-0.275	-0.243	-0.230	-0.252	-0.237
COLE_MCPIO_UBICACION	0.198	0.045	0.151	0.132	0.046	0.048	0.223	0.241	0.202	0.071	0.033	1.000	0.193	0.187	0.234	0.061	0.074	0.218	0.235	0.197	0.001	0.014	0.939	-0.004	-0.028	-0.004	-0.026	-0.016	-0.207	0.002	0.091	0.152	0.182	0.141	0.138	-0.096	-0.107	-0.106	-0.101	-0.094	-0.086
COLE_NATURALEZA	0.163	0.123	0.291	0.384	0.920	0.854	0.206	0.203	0.198	0.116	0.445	0.193	1.000	0.637	0.407	0.091	0.313	0.000	0.207	0.211	0.000	0.045	0.202	0.018	0.049	0.113	0.355	0.302	0.395	0.100	0.308	0.247	0.299	0.206	0.314	0.227	0.248	0.314	0.206	0.210	0.202
COLE_NOMBRE_ESTABLECIMIENTO	0.208	0.081	0.170	0.179	-0.134	-0.137	0.162	0.168	0.155	0.098	0.096	0.187	0.637	1.000	0.603	0.072	0.128	0.162	0.168	0.155	0.000	0.025	0.181	-0.004	-0.023	-0.000	0.034	0.042	-0.277	-0.003	0.175	0.191	0.228	0.162	0.215	-0.153	-0.167	-0.160	-0.148	-0.149	-0.143
COLE_NOMBRE_SEDE	0.166	0.087	0.142	0.130	-0.105	-0.104	0.102	0.108	0.092	0.106	0.041	0.234	0.407	0.603	1.000	0.123	0.113	0.102	0.107	0.092	-0.001	0.020	0.228	-0.004	-0.011	0.003	0.022	0.029	-0.187	-0.002	0.149	0.141	0.165	0.113	0.149	-0.087	-0.094	-0.097	-0.084	-0.082	-0.080
COLE_SEDE_PRINCIPAL	0.055	0.004	0.027	0.056	0.108	0.065	0.078	0.073	0.073	0.029	0.057	0.061	0.091	0.072	0.123	1.000	0.035	0.000	0.074	0.076	0.003	0.008	0.058	0.005	0.021	0.013	0.053	0.050	0.044	0.013	0.030	0.037	0.044	0.037	0.028	0.034	0.039	0.035	0.035	0.036	0.034
DESEMP_INGLES	0.111	0.155	0.196	0.073	0.160	0.140	0.066	0.066	0.078	0.139	0.179	0.074	0.313	0.128	0.113	0.035	1.000	0.005	0.070	0.084	0.003	0.028	0.083	0.021	0.098	0.050	0.248	0.191	0.258	0.045	0.234	0.195	0.215	0.147	0.192	0.371	0.446	0.815	0.349	0.355	0.345
ESTU_COD_RESIDE_DEPTO	0.000	0.003	0.008	0.000	0.356	0.355	0.993	0.991	0.939	0.000	0.032	0.218	0.000	0.162	0.102	0.000	0.005	1.000	0.998	0.947	-0.000	0.000	0.234	-0.001	-0.014	-0.015	-0.031	-0.017	-0.187	0.003	0.002	0.000	0.000	0.000	0.003	-0.022	-0.044	-0.061	-0.050	-0.043	-0.036
ESTU_COD_RESIDE_MCPIO	0.180	0.047	0.169	0.140	0.352	0.351	0.991	0.993	0.938	0.075	0.028	0.235	0.207	0.168	0.107	0.074	0.070	0.998	1.000	0.945	-0.000	0.016	0.252	-0.001	-0.014	-0.014	-0.032	-0.017	-0.196	0.003	0.069	0.162	0.207	0.172	0.161	-0.026	-0.049	-0.066	-0.055	-0.047	-0.040
ESTU_DEPTO_RESIDE	0.184	0.063	0.168	0.148	0.345	0.344	0.940	0.938	0.992	0.080	0.024	0.197	0.211	0.155	0.092	0.076	0.084	0.947	0.945	1.000	-0.001	0.018	0.213	-0.001	-0.005	-0.015	-0.025	-0.012	-0.160	-0.000	0.102	0.176	0.196	0.157	0.163	-0.015	-0.036	-0.053	-0.041	-0.037	-0.031
ESTU_FECHANACIMIENTO	0.004	0.000	0.000	0.003	-0.001	-0.001	-0.000	-0.000	-0.001	0.001	-0.001	0.001	0.000	0.000	-0.001	0.003	0.003	-0.000	-0.000	-0.001	1.000	0.003	0.001	-0.001	0.009	0.001	0.003	0.003	0.003	0.001	0.002	0.001	0.002	0.002	0.000	0.001	0.002	0.002	0.002	0.002	0.001
ESTU_GENERO	0.020	0.009	0.013	0.026	0.032	0.031	0.015	0.016	0.018	0.118	0.015	0.014	0.045	0.025	0.020	0.008	0.028	0.000	0.016	0.018	0.003	1.000	0.014	0.000	0.086	0.031	0.037	0.034	0.026	0.013	0.026	0.020	0.025	0.023	0.029	0.082	0.066	0.029	0.020	0.100	0.059
ESTU_MCPIO_RESIDE	0.186	0.042	0.141	0.133	0.037	0.038	0.226	0.243	0.206	0.067	0.046	0.939	0.202	0.181	0.228	0.058	0.083	0.234	0.252	0.213	0.001	0.014	1.000	-0.005	-0.028	-0.003	-0.017	-0.009	-0.218	0.003	0.101	0.158	0.188	0.146	0.134	-0.101	-0.112	-0.114	-0.105	-0.098	-0.091
ESTU_PAIS_RESIDE	0.001	0.020	0.025	0.004	0.009	0.009	-0.000	-0.001	0.000	0.005	-0.008	-0.004	0.018	-0.004	-0.004	0.005	0.021	-0.001	-0.001	-0.001	-0.001	0.000	-0.005	1.000	-0.010	0.001	-0.005	-0.005	0.016	0.001	0.013	0.007	0.009	0.006	0.027	0.011	0.012	0.015	0.011	0.011	0.008
ESTU_TIPODOCUMENTO	0.037	0.028	0.066	0.035	-0.053	-0.054	-0.013	-0.013	-0.004	0.047	-0.210	-0.028	0.049	-0.023	-0.011	0.021	0.098	-0.014	-0.014	-0.005	0.009	0.086	-0.028	-0.010	1.000	-0.005	0.071	0.059	0.111	-0.038	0.074	0.114	0.102	0.082	0.098	0.272	0.290	0.205	0.251	0.269	0.236
FAMI_CUARTOSHOGAR	0.053	0.020	0.044	0.014	0.007	0.006	-0.014	-0.014	-0.015	0.030	-0.004	-0.004	0.113	-0.000	0.003	0.013	0.050	-0.015	-0.014	-0.015	0.001	0.031	-0.003	0.001	-0.005	1.000	0.008	0.008	0.014	-0.012	0.195	0.208	0.208	0.195	0.051	0.010	0.013	0.013	0.012	0.012	0.012
FAMI_EDUCACIONMADRE	0.224	0.111	0.184	0.071	-0.117	-0.116	-0.034	-0.035	-0.027	0.138	0.082	-0.026	0.355	0.034	0.022	0.053	0.248	-0.031	-0.032	-0.025	0.003	0.037	-0.017	-0.005	0.071	0.008	1.000	0.385	-0.022	-0.020	0.759	0.759	0.764	0.745	0.189	-0.017	-0.014	-0.042	-0.009	-0.012	-0.020
FAMI_EDUCACIONPADRE	0.231	0.071	0.120	0.060	-0.099	-0.098	-0.020	-0.020	-0.014	0.108	0.083	-0.016	0.302	0.042	0.029	0.050	0.191	-0.017	-0.017	-0.012	0.003	0.034	-0.009	-0.005	0.059	0.008	0.385	1.000	-0.037	-0.028	0.313	0.330	0.340	0.304	0.121	-0.031	-0.029	-0.050	-0.024	-0.025	-0.034
FAMI_ESTRATOVIVIENDA	0.152	0.210	0.305	0.092	0.145	0.144	-0.182	-0.191	-0.155	0.141	-0.204	-0.207	0.395	-0.277	-0.187	0.044	0.258	-0.187	-0.196	-0.160	0.003	0.026	-0.218	0.016	0.111	0.014	-0.022	-0.037	1.000	0.005	0.389	0.342	0.370	0.320	0.325	0.350	0.394	0.374	0.359	0.344	0.344
FAMI_PERSONASHOGAR	0.057	0.013	0.032	0.018	0.014	0.013	0.002	0.002	-0.000	0.023	0.006	0.002	0.100	-0.003	-0.002	0.013	0.045	0.003	0.003	-0.000	0.001	0.013	0.003	0.001	-0.038	-0.012	-0.020	-0.028	0.005	1.000	0.342	0.345	0.344	0.342	0.049	-0.014	-0.012	-0.002	-0.007	-0.017	-0.006
FAMI_TIENEAUTOMOVIL	0.088	0.070	0.143	0.088	0.208	0.185	0.071	0.068	0.089	0.096	0.182	0.091	0.308	0.175	0.149	0.030	0.234	0.002	0.069	0.102	0.002	0.026	0.101	0.013	0.074	0.195	0.759	0.313	0.389	0.342	1.000	0.742	0.746	0.735	0.159	0.192	0.209	0.236	0.176	0.189	0.176
FAMI_TIENECOMPUTADOR	0.243	0.032	0.076	0.065	0.220	0.178	0.162	0.161	0.153	0.076	0.132	0.152	0.247	0.191	0.141	0.037	0.195	0.000	0.162	0.176	0.001	0.020	0.158	0.007	0.114	0.208	0.759	0.330	0.342	0.345	0.742	1.000	0.858	0.776	0.094	0.195	0.216	0.198	0.197	0.193	0.189
FAMI_TIENEINTERNET	0.274	0.030	0.090	0.090	0.257	0.212	0.207	0.206	0.182	0.087	0.128	0.182	0.299	0.228	0.165	0.044	0.215	0.000	0.207	0.196	0.002	0.025	0.188	0.009	0.102	0.208	0.764	0.340	0.370	0.344	0.746	0.858	1.000	0.776	0.114	0.197	0.220	0.217	0.203	0.196	0.191
FAMI_TIENELAVADORA	0.224	0.023	0.063	0.076	0.200	0.149	0.172	0.172	0.161	0.058	0.088	0.141	0.206	0.162	0.113	0.037	0.147	0.000	0.172	0.157	0.002	0.023	0.146	0.006	0.082	0.195	0.745	0.304	0.320	0.342	0.735	0.776	0.776	1.000	0.077	0.133	0.151	0.149	0.140	0.136	0.128
PERIODO	0.030	0.228	0.700	0.128	0.330	0.313	0.160	0.160	0.162	0.033	0.149	0.138	0.314	0.215	0.149	0.028	0.192	0.003	0.161	0.163	0.000	0.029	0.134	0.027	0.098	0.051	0.189	0.121	0.325	0.049	0.159	0.094	0.114	0.077	1.000	0.215	0.173	0.204	0.138	0.117	0.168
PUNT_C_NATURALES	0.112	0.120	0.192	0.052	0.063	0.062	-0.018	-0.022	-0.011	0.118	-0.258	-0.096	0.227	-0.153	-0.087	0.034	0.371	-0.022	-0.026	-0.015	0.001	0.082	-0.101	0.011	0.272	0.010	-0.017	-0.031	0.350	-0.014	0.192	0.195	0.197	0.133	0.215	1.000	0.902	0.562	0.728	0.763	0.767
PUNT_GLOBAL	0.135	0.130	0.182	0.058	0.065	0.065	-0.039	-0.044	-0.031	0.131	-0.275	-0.107	0.248	-0.167	-0.094	0.039	0.446	-0.044	-0.049	-0.036	0.002	0.066	-0.112	0.012	0.290	0.013	-0.014	-0.029	0.394	-0.012	0.209	0.216	0.220	0.151	0.173	0.902	1.000	0.646	0.877	0.888	0.908
PUNT_INGLES	0.114	0.161	0.206	0.074	0.108	0.107	-0.056	-0.061	-0.048	0.139	-0.243	-0.106	0.314	-0.160	-0.097	0.035	0.815	-0.061	-0.066	-0.053	0.002	0.029	-0.114	0.015	0.205	0.013	-0.042	-0.050	0.374	-0.002	0.236	0.198	0.217	0.149	0.204	0.562	0.646	1.000	0.547	0.537	0.548
PUNT_LECTURA_CRITICA	0.132	0.096	0.149	0.045	0.057	0.056	-0.046	-0.051	-0.037	0.112	-0.230	-0.101	0.206	-0.148	-0.084	0.035	0.349	-0.050	-0.055	-0.041	0.002	0.020	-0.105	0.011	0.251	0.012	-0.009	-0.024	0.359	-0.007	0.176	0.197	0.203	0.140	0.138	0.728	0.877	0.547	1.000	0.701	0.767
PUNT_MATEMATICAS	0.122	0.102	0.137	0.048	0.057	0.056	-0.039	-0.043	-0.033	0.118	-0.252	-0.094	0.210	-0.149	-0.082	0.036	0.355	-0.043	-0.047	-0.037	0.002	0.100	-0.098	0.011	0.269	0.012	-0.012	-0.025	0.344	-0.017	0.189	0.193	0.196	0.136	0.117	0.763	0.888	0.537	0.701	1.000	0.721
PUNT_SOCIALES_CIUDADANAS	0.116	0.111	0.168	0.047	0.062	0.061	-0.032	-0.036	-0.027	0.112	-0.237	-0.086	0.202	-0.143	-0.080	0.034	0.345	-0.036	-0.040	-0.031	0.001	0.059	-0.091	0.008	0.236	0.012	-0.020	-0.034	0.344	-0.006	0.176	0.189	0.191	0.128	0.168	0.767	0.908	0.548	0.767	0.721	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	PERIODO	ESTU_TIPODOCUMENTO	COLE_AREA_UBICACION	COLE_BILINGUE	COLE_CARACTER	COLE_COD_DANE_ESTABLECIMIENTO	COLE_COD_DANE_SEDE	COLE_COD_DEPTO_UBICACION	COLE_COD_MCPIO_UBICACION	COLE_DEPTO_UBICACION	COLE_GENERO	COLE_JORNADA	COLE_MCPIO_UBICACION	COLE_NATURALEZA	COLE_NOMBRE_ESTABLECIMIENTO	COLE_NOMBRE_SEDE	COLE_SEDE_PRINCIPAL	ESTU_COD_RESIDE_DEPTO	ESTU_COD_RESIDE_MCPIO	ESTU_DEPTO_RESIDE	ESTU_FECHANACIMIENTO	ESTU_GENERO	ESTU_MCPIO_RESIDE	ESTU_PAIS_RESIDE	FAMI_CUARTOSHOGAR	FAMI_EDUCACIONMADRE	FAMI_EDUCACIONPADRE	FAMI_ESTRATOVIVIENDA	FAMI_PERSONASHOGAR	FAMI_TIENEAUTOMOVIL	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_TIENELAVADORA	DESEMP_INGLES	PUNT_INGLES	PUNT_MATEMATICAS	PUNT_SOCIALES_CIUDADANAS	PUNT_C_NATURALES	PUNT_LECTURA_CRITICA	PUNT_GLOBAL
0	20152	8	1	0	0	1.053760e+11	105376000113	5	5376	1	2	4	422	1	3134	4595	9	5.0	5376.0	3	10279	336	428	19	2	11	7	3	20	8	3	0	1	1	49.0	52.0	49	45	52	247
1	20152	8	1	0	3	1.110010e+11	111001019411	11	11001	4	2	1	100	1	1798	6057	9	11.0	11001.0	6	1178	336	99	19	4	14	10	3	19	8	5	1	1	0	44.0	72.0	60	62	59	309
2	20152	8	0	2	0	2.413570e+11	241357000693	41	41357	17	2	0	400	1	6587	8401	9	41.0	41357.0	20	5579	336	1031	19	2	12	9	2	13	8	5	0	0	0	44.0	46.0	38	42	38	206
3	20152	8	1	2	0	3.110011e+11	311001089710	11	11001	4	2	0	100	0	2461	2333	9	11.0	11001.0	6	6772	336	99	19	2	13	7	2	0	8	5	1	1	0	44.0	47.0	57	47	58	258
4	20152	8	0	0	0	2.134300e+11	213430002612	13	13430	5	2	1	485	1	4824	9240	9	13.0	13430.0	7	7757	335	490	19	2	12	9	2	20	8	3	0	1	1	55.0	44.0	45	53	41	232
5	20152	8	1	1	0	1.860010e+11	186001000175	86	86001	23	2	4	525	1	3665	5317	9	86.0	86001.0	26	3225	335	529	19	4	18	2	2	1	8	5	0	1	0	44.0	46.0	53	55	54	257
6	20152	8	1	0	3	1.050010e+11	105001000108	5	5001	1	0	1	512	1	5485	6219	9	5.0	5088.0	3	12846	335	85	19	10	13	14	3	1	8	5	1	1	1	52.0	47.0	53	58	51	261
7	20152	8	1	0	0	1.056600e+11	105660000271	5	5660	1	2	1	783	1	7346	8889	9	5.0	5660.0	3	1427	335	785	19	10	12	8	3	21	8	5	1	1	0	43.0	47.0	44	29	38	199
8	20152	8	0	0	3	2.118500e+11	211850001121	11	11001	4	2	1	100	1	2323	566	9	11.0	11001.0	6	5582	335	99	19	4	11	7	2	1	8	3	1	1	1	57.0	46.0	50	52	41	240
9	20152	8	1	0	3	1.660010e+11	166001006091	66	66001	25	2	4	620	1	2470	3613	9	66.0	66001.0	28	6552	335	621	19	2	18	5	4	0	13	5	1	1	2	64.0	49.0	59	66	62	297

	PERIODO	ESTU_TIPODOCUMENTO	COLE_AREA_UBICACION	COLE_BILINGUE	COLE_CARACTER	COLE_COD_DANE_ESTABLECIMIENTO	COLE_COD_DANE_SEDE	COLE_COD_DEPTO_UBICACION	COLE_COD_MCPIO_UBICACION	COLE_DEPTO_UBICACION	COLE_GENERO	COLE_JORNADA	COLE_MCPIO_UBICACION	COLE_NATURALEZA	COLE_NOMBRE_ESTABLECIMIENTO	COLE_NOMBRE_SEDE	COLE_SEDE_PRINCIPAL	ESTU_COD_RESIDE_DEPTO	ESTU_COD_RESIDE_MCPIO	ESTU_DEPTO_RESIDE	ESTU_FECHANACIMIENTO	ESTU_GENERO	ESTU_MCPIO_RESIDE	ESTU_PAIS_RESIDE	FAMI_CUARTOSHOGAR	FAMI_EDUCACIONMADRE	FAMI_EDUCACIONPADRE	FAMI_ESTRATOVIVIENDA	FAMI_PERSONASHOGAR	FAMI_TIENEAUTOMOVIL	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_TIENELAVADORA	DESEMP_INGLES	PUNT_INGLES	PUNT_MATEMATICAS	PUNT_SOCIALES_CIUDADANAS	PUNT_C_NATURALES	PUNT_LECTURA_CRITICA	PUNT_GLOBAL
570454	20152	8	0	0	0	4.156320e+11	415632000516	15	15632	6	2	1	726	1	4145	2199	9	15.0	15104.0	8	6551	336	104	19	2	11	10	2	0	8	3	0	0	1	54.0	55.0	57	46	56	268
570455	20152	8	1	0	2	1.682760e+11	168276000720	68	68276	27	2	1	314	1	1074	2366	9	68.0	68276.0	30	10677	335	319	19	10	11	10	2	21	8	5	1	1	0	38.0	37.0	54	38	50	221
570456	20152	8	1	0	0	3.410011e+11	541001008097	41	41001	17	2	1	556	0	369	1050	9	41.0	41001.0	20	268	335	560	19	10	13	9	3	1	8	5	1	1	1	52.0	47.0	36	43	44	216
570457	20152	8	0	2	0	2.192560e+11	219256000191	19	19256	10	2	1	295	1	3419	4892	9	19.0	19256.0	12	7544	336	298	19	10	12	8	2	0	8	3	0	0	1	55.0	58.0	62	62	52	291
570458	20152	0	1	0	3	1.768920e+11	176892000281	76	76892	30	2	4	1016	1	4058	8721	9	76.0	76892.0	33	7298	335	1019	19	10	13	9	2	1	8	3	0	1	0	41.0	49.0	51	48	46	240
570459	20152	8	1	0	0	1.230010e+11	123001003741	23	23001	13	2	1	537	1	6642	7778	9	23.0	23001.0	15	1964	335	542	19	4	13	9	2	0	8	5	1	1	1	50.0	50.0	59	45	54	259
570460	20152	8	1	0	0	1.050010e+11	105001001368	5	5001	1	2	1	512	1	4562	6188	9	5.0	5001.0	3	10132	335	515	19	11	11	5	3	4	8	5	1	1	1	50.0	39.0	56	51	63	260
570461	20152	8	1	0	3	1.200130e+11	120013000471	20	20013	11	2	1	13	1	6304	6754	9	20.0	20013.0	13	10677	335	12	19	4	12	7	2	1	8	3	0	1	1	49.0	39.0	34	49	43	209
570462	20152	8	1	0	3	1.448740e+11	144874000517	44	44874	18	2	1	996	1	7694	6850	9	44.0	44874.0	21	7955	335	998	19	11	14	10	2	19	8	3	0	0	1	54.0	47.0	56	48	58	262
570463	20152	8	0	0	2	2.152720e+11	215272000197	15	15272	6	2	0	308	1	3773	2346	9	15.0	15272.0	8	2378	335	314	19	11	11	8	3	21	8	3	0	0	1	55.0	52.0	63	59	65	297

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)